{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T08:02:17Z","timestamp":1777449737229,"version":"3.51.4"},"reference-count":100,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2015,1,6]],"date-time":"2015-01-06T00:00:00Z","timestamp":1420502400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Distrib Parallel Databases"],"published-print":{"date-parts":[[2016,9]]},"DOI":"10.1007\/s10619-014-7171-9","type":"journal-article","created":{"date-parts":[[2015,1,5]],"date-time":"2015-01-05T10:49:18Z","timestamp":1420454958000},"page":"379-423","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":51,"title":["Scalable graph-based OLAP analytics over process execution data"],"prefix":"10.1007","volume":"34","author":[{"given":"Seyed-Mehdi-Reza","family":"Beheshti","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Boualem","family":"Benatallah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hamid Reza","family":"Motahari-Nezhad","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,1,6]]},"reference":[{"key":"7171_CR1","unstructured":"Aalst, W.M.P.V.D., Dongen, B.F.V., G\u00fcnther, C.W., Rozinat, A., Verbeek, E., Weijters, T.: ProM: the process mining toolkit. In: Proceedings of the BPM (2009)"},{"key":"7171_CR2","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1016\/S0169-023X(03)00066-1","volume":"47","author":"WMPVD Aalst","year":"2003","unstructured":"Aalst, W.M.P.V.D., Dongen, B.F.V., Herbst, J., Maruster, L., Schimm, G., Weijters, A.J.M.M.: Workflow mining: a survey of issues and approaches. Data Knowl. Eng. 47, 237\u2013267 (2003)","journal-title":"Data Knowl. Eng."},{"key":"7171_CR3","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-19345-3","volume-title":"Process Mining: Discovery, Conformance and Enhancement of Business Processes","author":"WMPVD Aalst","year":"2011","unstructured":"Aalst, W.M.P.V.D.: Process Mining: Discovery, Conformance and Enhancement of Business Processes. Springer, Berlin (2011)"},{"issue":"PrePrints","key":"7171_CR4","first-page":"1","volume":"99","author":"WMPVD Aalst","year":"2012","unstructured":"Aalst, W.M.P.V.D.: Service mining: using process mining to discover, check, and improve service behavior. IEEE Trans. Serv. Comput. 99(PrePrints), 1 (2012)","journal-title":"IEEE Trans. Serv. Comput."},{"key":"7171_CR5","unstructured":"Abadi, D., Marcus, A., Madden, S., Hollenbach, K.: Scalable semantic web data management using vertical partitioning. In: Proceedings of the 33rd International Conference on Very Large Data Bases, pp. 411\u2013422. VLDB Endowment (2007)"},{"key":"7171_CR6","doi-asserted-by":"crossref","unstructured":"Abell\u00f3, A., Romero, O.: On-line analytical processing. In: Encyclopedia of Database Systems, pp. 1949\u20131954. Springer, New York (2009)","DOI":"10.1007\/978-0-387-39940-9_252"},{"key":"7171_CR7","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4419-6045-0","volume-title":"Managing and Mining Graph Data","author":"CC Aggarwal","year":"2010","unstructured":"Aggarwal, C.C., Wang, H.: Managing and Mining Graph Data. Springer, New York (2010)"},{"key":"7171_CR8","doi-asserted-by":"crossref","unstructured":"Akal, F., Bhm, K., Schek, H.J.: OLAP query evaluation in a database cluster: a performance study on intra-query parallelism. In: Proceedings of the ADBIS, pp. 218\u2013231 (2002)","DOI":"10.1007\/3-540-45710-0_18"},{"issue":"2","key":"7171_CR9","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1016\/j.websem.2009.02.002","volume":"7","author":"F Alkhateeb","year":"2009","unstructured":"Alkhateeb, F., Baget, J.F., Euzenat, J.: Extending SPARQL with regular expression patterns (for querying RDF). J. Web Sem. 7(2), 57\u201373 (2009)","journal-title":"J. Web Sem."},{"key":"7171_CR10","doi-asserted-by":"crossref","unstructured":"Allahbakhsh, M., Ignjatovic, A., Benatallah, B., Beheshti, S.M.R., Bertino, E., Foo, N.: Collusion detection in online rating systems. In: Proceedings of the Web Technologies and Applications\u201415th Asia-Pacific Web Conference, APWeb 2013, Sydney, April 4\u20136, 2013, pp. 196\u2013207 (2013)","DOI":"10.1007\/978-3-642-37401-2_21"},{"key":"7171_CR11","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1016\/j.cose.2013.09.008","volume":"41","author":"M Allahbakhsh","year":"2014","unstructured":"Allahbakhsh, M., Ignjatovic, A., Benatallah, B., Beheshti, S.M.R., Foo, N., Bertino, E.: Representation and querying of unfair evaluations in social rating systems. Comput. Secur. 41, 68\u201388 (2014)","journal-title":"Comput. Secur."},{"key":"7171_CR12","doi-asserted-by":"crossref","unstructured":"Anyanwu, K., Maduko, A., Sheth, A.: SPARQ2L: towards support for subgraph extraction queries in RDF databases. WWW\u201907, pp. 797\u2013806. ACM, New York (2007)","DOI":"10.1145\/1242572.1242680"},{"issue":"4","key":"7171_CR13","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1023\/A:1027379403688","volume":"21","author":"B Azvine","year":"2003","unstructured":"Azvine, B., Nauck, D., Ho, C.: Intelligent business analytics: a tool to build decision-support systems for ebusinesses. BT Technol. J. 21(4), 65\u201371 (2003)","journal-title":"BT Technol. J."},{"key":"7171_CR14","doi-asserted-by":"crossref","unstructured":"B\u00e1ez, M., Mussi, A., Casati, F., Birukou, A., Marchese, M.: Liquid journals: scientific journals in the Web 2.0 era. In: Proceedings of the JCDL, pp. 395\u2013396 (2010)","DOI":"10.1145\/1816123.1816198"},{"key":"7171_CR15","unstructured":"Balmin, A., Papadimitriou, T., Papakonstantinou, Y.: Hypothetical queries in an OLAP environment. In: Proceedings of the VLDB, pp. 220\u2013231 (2000)"},{"key":"7171_CR16","doi-asserted-by":"crossref","unstructured":"Barbieri, D.F., Braga, D., Ceri, S., Valle, E.D., Grossniklaus, M.: C-SPARQL: SPARQL for continuous querying. In: Proceedings of the WWW, pp. 1061\u20131062 (2009)","DOI":"10.1145\/1526709.1526856"},{"key":"7171_CR17","unstructured":"Beeri, C., Eyal, A., Milo, T., Pilberg, A.: Monitoring business processes with queries. In: Proceedings of the VLDB (2007)"},{"key":"7171_CR18","doi-asserted-by":"crossref","unstructured":"Begel, A., Phang Khoo, Y., Zimmermann, T.: Codebook: discovering and exploiting relationships in software repositories. In: Proceedings of the ICSE\u201910, pp. 125\u2013134 (2010)","DOI":"10.1145\/1806799.1806821"},{"key":"7171_CR19","doi-asserted-by":"crossref","unstructured":"Beheshti, S.M.R., Benatallah, B., Motahari Nezhad, H.R., Allahbakhsh, M.: A framework and a language for on-line analytical processing on graphs. In: Proceedings of the Web Information Systems Engineering\u2014WISE 2012\u201313th International Conference, Paphos, Cyprus, November 28\u201330, pp. 213\u2013227 (2012)","DOI":"10.1007\/978-3-642-35063-4_16"},{"key":"7171_CR20","doi-asserted-by":"crossref","unstructured":"Beheshti, S.M.R., Benatallah, B., Motahari Nezhad, H.R., Sakr, S.: A query language for analyzing business processes execution. In: Proceedings of the Business Process Management\u20149th International Conference, BPM 2011, Clermont-Ferrand, France, August 30\u2014September 2, pp. 281\u2013297 (2011)","DOI":"10.1007\/978-3-642-23059-2_22"},{"key":"7171_CR21","doi-asserted-by":"crossref","unstructured":"Beheshti, S.M.R., Benatallah, B., Motahari-Nezhad, H.R.: Enabling the analysis of cross-cutting aspects in ad-hoc processes. In: Proceedings of the Advanced Information Systems Engineering\u201425th International Conference, CAiSE 2013, Valencia, June 17\u201321, pp. 51\u201367 (2013)","DOI":"10.1007\/978-3-642-38709-8_4"},{"key":"7171_CR22","unstructured":"Beheshti, S.M.R.: Organizing, Querying, and Analyzing Ad-hoc Processes Data. PhD Thesis, University of New South Wales Sydney (2012)"},{"key":"7171_CR23","doi-asserted-by":"crossref","unstructured":"Beyer, K.S., Ramakrishnan, R.: Bottom-up computation of sparse and iceberg CUBEs. In: Proceedings of the SIGMOD 1999, ACM SIGMOD International Conference on Management of Data, June 1\u20133, 1999, Philadelphia, pp. 359\u2013370. ACM Press, New York (1999)","DOI":"10.1145\/304182.304214"},{"issue":"3","key":"7171_CR24","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/jswis.2009081901","volume":"5","author":"C Bizer","year":"2009","unstructured":"Bizer, C., Heath, T., Berners-Lee, T.: Linked data-the story so far. Int. J. Semant. Web Inf. Syst. 5(3), 1\u201322 (2009)","journal-title":"Int. J. Semant. Web Inf. Syst."},{"key":"7171_CR25","unstructured":"B\u00f6rzs\u00f6nyi, S., Kossmann, D., Stocker, K.: The skyline operator. In: Proceedings of the ICDE, pp. 421\u2013430 (2001)"},{"key":"7171_CR26","doi-asserted-by":"crossref","unstructured":"Brambilla, M., Fraternali, P., Vaca, C.: BPMN and design patterns for engineering social BPM solutions. In: Business Process Management Workshops. Lecture Notes in Business Information Processing, vol. 99, pp. 219\u2013230. Springer, Berlin (2012)","DOI":"10.1007\/978-3-642-28108-2_22"},{"key":"7171_CR27","doi-asserted-by":"crossref","unstructured":"Buse, R.P.L., Zimmermann, T.: Information needs for software development analytics. In: Proceedings of the ICSE, pp. 987\u2013996 (2012)","DOI":"10.1109\/ICSE.2012.6227122"},{"key":"7171_CR28","doi-asserted-by":"crossref","unstructured":"Casati, F., Shan, M.C.: Semantic analysis of business process executions. In: Proceedings of the EDBT, pp. 287\u2013296 (2002)","DOI":"10.1007\/3-540-45876-X_19"},{"issue":"1","key":"7171_CR29","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1145\/248603.248616","volume":"26","author":"S Chaudhuri","year":"1997","unstructured":"Chaudhuri, S., Dayal, U.: An overview of data warehousing and OLAP technology. SIGMOD Rec. 26(1), 65\u201374 (1997)","journal-title":"SIGMOD Rec."},{"issue":"8","key":"7171_CR30","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1145\/1978542.1978562","volume":"54","author":"S Chaudhuri","year":"2011","unstructured":"Chaudhuri, S., Dayal, U., Narasayya, V.: An overview of business intelligence technology. Commun. ACM 54(8), 88\u201398 (2011)","journal-title":"Commun. ACM"},{"issue":"10","key":"7171_CR31","doi-asserted-by":"crossref","first-page":"973","DOI":"10.1016\/j.datak.2009.04.001","volume":"68","author":"A Chebotko","year":"2009","unstructured":"Chebotko, A., Lu, S., Fotouhi, F.: Semantics preserving SPARQL-to-SQL translation. Data Knowl. Eng. 68(10), 973\u20131000 (2009)","journal-title":"Data Knowl. Eng."},{"issue":"8","key":"7171_CR32","doi-asserted-by":"crossref","first-page":"836","DOI":"10.1016\/j.datak.2010.03.005","volume":"69","author":"A Chebotko","year":"2010","unstructured":"Chebotko, A., Lu, S., Fei, X., Fotouhi, F.: RDFProv: a relational RDF store for querying and managing scientific workflow provenance. Data Knowl. Eng. 69(8), 836\u2013865 (2010)","journal-title":"Data Knowl. Eng."},{"key":"7171_CR33","doi-asserted-by":"crossref","unstructured":"Chen, C., Yan, X., Zhu, F., Han, J., Yu, P.S.: Graph OLAP: Towards online analytical processing on graphs. In: Proceedings of the ICDM, pp. 103\u2013112 (2008)","DOI":"10.1109\/ICDM.2008.30"},{"issue":"1","key":"7171_CR34","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"J Dean","year":"2008","unstructured":"Dean, J., Ghemawat, S.: MapReduce: simplified data processing on large clusters. Commun. ACM 51(1), 107\u2013113 (2008)","journal-title":"Commun. ACM"},{"issue":"4","key":"7171_CR35","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1145\/1924421.1924442","volume":"54","author":"A Doan","year":"2011","unstructured":"Doan, A., Ramakrishnan, R., Halevy, A.Y.: Crowdsourcing systems on the World-Wide Web. Commun. ACM 54(4), 86\u201396 (2011)","journal-title":"Commun. ACM"},{"key":"7171_CR36","doi-asserted-by":"crossref","unstructured":"Dries, A., Nijssen, S., De Raedt, L.: A query language for analyzing networks. In: Proceedings of the CIKM\u201909, pp. 485\u2013494. ACM, New York (2009)","DOI":"10.1145\/1645953.1646016"},{"issue":"1","key":"7171_CR37","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1007\/s11192-006-0144-7","volume":"69","author":"L Egghe","year":"2006","unstructured":"Egghe, L.: Theory and practise of the g-index. Scientometrics 69(1), 131\u2013152 (2006)","journal-title":"Scientometrics"},{"key":"7171_CR38","doi-asserted-by":"crossref","unstructured":"Etcheverry, L., Vaisman, A.A.: Enhancing OLAP analysis with web cubes. In: Proceedings of the ESWC, pp. 469\u2013483 (2012)","DOI":"10.1007\/978-3-642-30284-8_38"},{"key":"7171_CR39","doi-asserted-by":"crossref","unstructured":"Fritz, T., Murphy, G.C.: Using information fragments to answer the questions developers ask. In: Proceedings of the ICSE\u201910, pp. 175\u2013184. ACM, New York (2010)","DOI":"10.1145\/1806799.1806828"},{"key":"7171_CR40","doi-asserted-by":"crossref","unstructured":"Furtado, C., Lima, A.A.B., Pacitti, E., Valduriez, P., Mattoso, M.: Physical and virtual partitioning in OLAP database clusters. In: Proceedings of the SBAC-PAD, pp. 143\u2013150 (2005)","DOI":"10.1109\/CAHPC.2005.32"},{"key":"7171_CR41","doi-asserted-by":"crossref","unstructured":"Golfarelli, M., Rizzi, S., Proli, A.: Designing what-if analysis: towards a methodology. In: Proceedings of the DOLAP, pp. 51\u201358 (2006)","DOI":"10.1145\/1183512.1183523"},{"key":"7171_CR42","doi-asserted-by":"crossref","unstructured":"G\u00f3mez, L.I., G\u00f3mez, S.A., Vaisman, A.A.: A generic data model and query language for spatiotemporal OLAP cube analysis. In: Proceedings of the EDBT, pp. 300\u2013311 (2012)","DOI":"10.1145\/2247596.2247632"},{"key":"7171_CR43","doi-asserted-by":"crossref","unstructured":"Gottanka, R., Meyer, N.: ModelAsYouGo: (re-) design of S-BPM process models during execution time. In: S-BPM ONE Scientific Research. Lecture Notes in Business Information Processing, vol. 104, pp. 91\u2013105. Springer, Berlin (2012)","DOI":"10.1007\/978-3-642-29133-3_7"},{"key":"7171_CR44","doi-asserted-by":"crossref","unstructured":"Gubichev, A., Bedathur, S.J., Seufert, S.: Fast and accurate estimation of shortest paths in large graphs. In: Proceedings of the CIKM\u201910, pp. 499\u2013508 (2010)","DOI":"10.1145\/1871437.1871503"},{"key":"7171_CR45","doi-asserted-by":"crossref","unstructured":"Han, J., Pei, J., Dong, G., Wang, K.: Efficient computation of iceberg cubes with complex measures. In: Proceedings of the SIGMOD Conference, pp. 1\u201312 (2001)","DOI":"10.1145\/375663.375664"},{"key":"7171_CR46","doi-asserted-by":"crossref","unstructured":"Han, J., Sun, Y., Yan, X., Yu, P.S.: Mining knowledge from data: an information network analysis approach. In: Proceedings of the ICDE (2012)","DOI":"10.1109\/ICDE.2012.145"},{"key":"7171_CR47","doi-asserted-by":"crossref","unstructured":"Han, J., Yan, X., Yu, P.S.: Scalable OLAP and mining of information networks. In: Proceedings of the EDBT (2009)","DOI":"10.1145\/1516360.1516505"},{"key":"7171_CR48","doi-asserted-by":"crossref","unstructured":"Hassanzadeh, O., Duan, S., Fokoue, A., Kementsietsidis, A., Srinivas, K., Ward, M.J.: Helix: online enterprise data analytics. In: Proceedings of the WWW (Companion Volume), pp. 225\u2013228 (2011)","DOI":"10.1145\/1963192.1963295"},{"key":"7171_CR49","doi-asserted-by":"crossref","unstructured":"Hassanzadeh, O., Kementsietsidis, A., Lim, L., Miller, R.J., Wang, M.: A framework for semantic link discovery over relational data. In: Proceedings of the CIKM, pp. 1027\u20131036 (2009)","DOI":"10.1145\/1645953.1646084"},{"issue":"3","key":"7171_CR50","doi-asserted-by":"crossref","first-page":"741","DOI":"10.1007\/s11192-010-0193-9","volume":"85","author":"JE Hirsch","year":"2010","unstructured":"Hirsch, J.E.: An index to quantify an individual\u2019s scientific research output that takes into account the effect of multiple coauthorship. Scientometrics 85(3), 741\u2013754 (2010)","journal-title":"Scientometrics"},{"key":"7171_CR51","doi-asserted-by":"crossref","unstructured":"Husain, M.F., Doshi, P., Khan, L., Thuraisingham, B.M.: Storage and retrieval of large RDF graph using Hadoop and MapReduce. In: Proceedings of the CloudCom, pp. 680\u2013686 (2009)","DOI":"10.1007\/978-3-642-10665-1_72"},{"key":"7171_CR52","doi-asserted-by":"crossref","unstructured":"Husain, M.F., Khan, L., Kantarcioglu, M., Thuraisingham, B.M.: Data intensive query processing for large RDF graphs using cloud computing tools. In: Proceedings of the IEEE CLOUD, pp. 1\u201310 (2010)","DOI":"10.1109\/CLOUD.2010.36"},{"key":"7171_CR53","doi-asserted-by":"crossref","unstructured":"Jagadeesh Chandra Bose, R.P., Verbeek, H.M.W., Aalst, W.M.P.V.D.: Discovering hierarchical process models using ProM. In: Proceedings of the CAiSE Forum, pp. 33\u201340 (2011)","DOI":"10.1007\/978-3-642-29749-6_3"},{"key":"7171_CR54","doi-asserted-by":"crossref","unstructured":"Ji, M., Sun, Y., Danilevsky, M., Han, J., Gao, J.: Graph regularized transductive classification on heterogeneous information networks. In: Proceedings of the ECML\/PKDD (1), pp. 570\u2013586 (2010)","DOI":"10.1007\/978-3-642-15880-3_42"},{"key":"7171_CR55","doi-asserted-by":"crossref","unstructured":"K\u00e4mpgen, B., Harth, A.: Transforming statistical linked data for use in OLAP systems. In: Proceedings of the I-SEMANTICS, pp. 33\u201340 (2011)","DOI":"10.1145\/2063518.2063523"},{"key":"7171_CR56","doi-asserted-by":"crossref","unstructured":"Kim, H., Ravindra, P., Anyanwu, K.: From SPARQL to MapReduce: the journey using a nested triplegroup algebra. In: Proceedings of the PVLDB 4(12), 1426\u20131429 (2011)","DOI":"10.14778\/3402755.3402787"},{"key":"7171_CR57","unstructured":"Kmpgen, B., O\u2019Riain, S., Harth, A:. Interacting with statistical linked data via OLAP operations. In: Proceedings of the ILD-ESWC (2012)"},{"key":"7171_CR58","doi-asserted-by":"crossref","unstructured":"Kochut, K.J., Janik, M.: SPARQLeR: Extended SPARQL for semantic association discovery. In: Proceedings of the ESWC\u201907, pp. 145\u2013159. Springer, Berlin (2007)","DOI":"10.1007\/978-3-540-72667-8_12"},{"issue":"8","key":"7171_CR59","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1145\/545151.545177","volume":"45","author":"R Kohavi","year":"2002","unstructured":"Kohavi, R., Rothleder, N.J., Simoudis, E.: Emerging trends in business analytics. Commun. ACM 45(8), 45\u201348 (2002)","journal-title":"Commun. ACM"},{"issue":"1","key":"7171_CR60","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0167-9236(99)00021-4","volume":"26","author":"NS Koutsoukis","year":"1999","unstructured":"Koutsoukis, N.S., Mitra, G., Lucas, C.: Adapting on-line analytical processing for decision modelling: the interaction of information and decision technologies. Decis. Support Syst. 26(1), 1\u201330 (1999)","journal-title":"Decis. Support Syst."},{"key":"7171_CR61","doi-asserted-by":"crossref","unstructured":"Kurniawan, T.A., Ghose, A.K., L\u00ea, L.S., Dam, H.K.: On formalizing inter-process relationships. In: Proceedings of the Business Process Management Workshops. Lecture Notes in Business Information Processing, vol. 100, pp. 75\u201386. Springer, Berlin (2012)","DOI":"10.1007\/978-3-642-28115-0_8"},{"key":"7171_CR62","doi-asserted-by":"crossref","unstructured":"Leskovec, J., Adamic, L.A., Huberman, B.A.: The dynamics of viral marketing. TWEB, 1(1), 5 (2007)","DOI":"10.1145\/1232722.1232727"},{"issue":"1","key":"7171_CR63","first-page":"75","volume":"1","author":"AAB Lima","year":"2010","unstructured":"Lima, A.A.B., Mattoso, M., Valduriez, P.: Adaptive virtual partitioning for OLAP query processing in a database cluster. JIDM 1(1), 75\u201388 (2010)","journal-title":"JIDM"},{"key":"7171_CR64","unstructured":"Manola, F., Miller, E.: RDF Primer. W3C, http:\/\/www.w3.org\/TR\/rdf-primer\/ (2004). Accessed 1 May 2014"},{"key":"7171_CR65","doi-asserted-by":"crossref","unstructured":"Mathiesen, P., Watson, J., Bandara, W., Rosemann, M.: Applying social technology to business process lifecycle management. In: Proceedings of the Business Process Management Workshops. Lecture Notes in Business Information Processing, vol. 99, pp. 231\u2013241. Springer, Berlin (2012)","DOI":"10.1007\/978-3-642-28108-2_23"},{"key":"7171_CR66","unstructured":"Medeiros, A.K.A.D., Aalst, W.M.P.V.D., Pedrinaci, C.: Semantic process mining tools: core building blocks. In: Proceedings of the ECIS, pp. 1953\u20131964 (2008)"},{"key":"7171_CR67","doi-asserted-by":"crossref","unstructured":"Menzies, T., Zimmermann, T.: Goldfish bowl panel: software development analytics. In: Proceedings of the ICSE, pp. 1032\u20131033 (2012)","DOI":"10.1109\/ICSE.2012.6227117"},{"key":"7171_CR68","doi-asserted-by":"crossref","unstructured":"Mhlen, M., Shapiro, R.: Business process analytics. In: Handbook on Business Process Management 2, International Handbooks on Information Systems, pp. 137\u2013157. Springer, Berlin (2010)","DOI":"10.1007\/978-3-642-01982-1_7"},{"key":"7171_CR69","doi-asserted-by":"crossref","unstructured":"Molhanec, M.: Enterprise systems meet social BPM. In: Proceedings of the Advanced Information Systems Engineering Workshops. Lecture Notes in Business Information Processing, vol. 112, pp. 413\u2013424. Springer, Berlin (2012)","DOI":"10.1007\/978-3-642-31069-0_33"},{"key":"7171_CR70","doi-asserted-by":"crossref","unstructured":"Momotko, M., Subieta, K.: Process query language: a way to make workflow processes more flexible. In: Proceedings of the ADBIS (2004)","DOI":"10.1007\/978-3-540-30204-9_21"},{"key":"7171_CR71","doi-asserted-by":"crossref","first-page":"1683","DOI":"10.1109\/TKDE.2008.87","volume":"20","author":"HR Motahari-Nezhad","year":"2008","unstructured":"Motahari-Nezhad, H.R., Saint-Paul, R., Benatallah, B., Casati, F.: Deriving protocol models from imperfect service conversation logs. IEEE Trans. Knowl. Data Eng. 20, 1683\u20131698 (2008)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"3","key":"7171_CR72","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1007\/s00778-010-0203-9","volume":"20","author":"HR Motahari-Nezhad","year":"2011","unstructured":"Motahari-Nezhad, H.R., Saint-Paul, R., Casati, F., Benatallah, B.: Event correlation for process discovery from web service interaction logs. VLDB J. 20(3), 417\u2013444 (2011)","journal-title":"VLDB J."},{"key":"7171_CR73","doi-asserted-by":"crossref","unstructured":"Olston, C., Reed, B., Srivastava, U., Kumar, R., Tomkins, A.: Pig latin: a not-so-foreign language for data processing. In: Proceedings of the 2008 ACM SIGMOD international conference on Management of data, pp. 1099\u20131110. ACM, New York (2008)","DOI":"10.1145\/1376616.1376726"},{"key":"7171_CR74","unstructured":"Ooi, B.C., Yu, B., Li, G.: One table stores all: enabling painless free-and-easy data publishing and sharing. In: Proceedings of the CIDR\u201907, pp. 142\u2013153 (2007)"},{"key":"7171_CR75","doi-asserted-by":"crossref","unstructured":"Papastefanatos, G., Anagnostou, F., Vassiliou, Y., Vassiliadis, P.: Hecataeus: a what-if analysis tool for database schema evolution. In: Proceedings of the CSMR, pp. 326\u2013328 (2008)","DOI":"10.1109\/CSMR.2008.4493341"},{"key":"7171_CR76","doi-asserted-by":"crossref","unstructured":"Papastefanatos, G., Vassiliadis, P., Simitsis, A., Vassiliou, Y.: What-if analysis for data warehouse evolution. In: Proceedings of the DaWaK, pp. 23\u201333 (2007)","DOI":"10.1007\/978-3-540-74553-2_3"},{"key":"7171_CR77","doi-asserted-by":"crossref","unstructured":"Pistore, M., Barbon, F., Bertoli, P., Shaparau, D., Traverso, P.: Planning and monitoring web service composition. In: Proceedings of the AIMSA (2004)","DOI":"10.1007\/978-3-540-30106-6_11"},{"key":"7171_CR78","unstructured":"PrudHommeaux, E., Seaborne, A. et al.: Sparql query language for rdf. W3C recommendation, http:\/\/www.w3.org\/TR\/rdf-sparql-query\/ (2008)"},{"key":"7171_CR79","doi-asserted-by":"crossref","unstructured":"Qu, Q., Zhu, F., Yan, X., Han, J., Yu, P.S., Li, H.: Efficient topological OLAP on information networks. In: Proceedings of the DASFAA (2011)","DOI":"10.1007\/978-3-642-20149-3_29"},{"key":"7171_CR80","doi-asserted-by":"crossref","unstructured":"Ravindra, P., Kim, H., Anyanwu, K.: An intermediate algebra for optimizing RDF graph pattern matching on MapReduce. In: Proceedings of the ESWC (2), pp. 46\u201361 (2011)","DOI":"10.1007\/978-3-642-21064-8_4"},{"issue":"2","key":"7171_CR81","first-page":"1","volume":"5","author":"O Romero","year":"2009","unstructured":"Romero, O., Abell\u00f3, A.: A survey of multidimensional modeling methodologies. IJDWM 5(2), 1\u201323 (2009)","journal-title":"IJDWM"},{"key":"7171_CR82","doi-asserted-by":"crossref","unstructured":"Rozsnyai, S., Slominski, A., Lakshmanan, G.T.: Automated correlation discovery for semi-structured business processes. In: Proceedings of the ICDE Workshops, pp. 261\u2013266 (2011)","DOI":"10.1109\/ICDEW.2011.5767638"},{"key":"7171_CR83","doi-asserted-by":"crossref","unstructured":"Sch\u00e4tzle, A., Przyjaciel-Zablocki, M., Lausen, G.: PigSPARQL: mapping SPARQL to Pig Latin. In: Proceedings of the International Workshop on Semantic Web Information Management, SWIM \u201911, pp. 4:1\u20134:8. ACM, New York (2011)","DOI":"10.1145\/1999299.1999303"},{"issue":"5","key":"7171_CR84","first-page":"394","volume":"5","author":"Y Sun","year":"2012","unstructured":"Sun, Y., Aggarwal, C.C., Han, J.: Relation strength-aware clustering of heterogeneous information networks with incomplete attributes. PVLDB 5(5), 394\u2013405 (2012)","journal-title":"PVLDB"},{"key":"7171_CR85","doi-asserted-by":"crossref","unstructured":"Sun, Y., Han, J., Zhao, P., Yin, Z., Cheng, H., Wu, T.: RankClus: integrating clustering with ranking for heterogeneous information network analysis. In: Proceedings of the EDBT, pp. 565\u2013576 (2009)","DOI":"10.1145\/1516360.1516426"},{"key":"7171_CR86","doi-asserted-by":"crossref","unstructured":"Sun, Y., Yu, Y., Han, J.: Ranking-based clustering of heterogeneous information networks with star network schema. In: Proceedings of the KDD, pp. 797\u2013806 (2009)","DOI":"10.1145\/1557019.1557107"},{"key":"7171_CR87","volume-title":"OLAP Solutions: Building Multidimensional Information Systems","author":"E Thomsen","year":"2002","unstructured":"Thomsen, E.: OLAP Solutions: Building Multidimensional Information Systems, 2nd edn. John Wiley, New York (2002)","edition":"2"},{"key":"7171_CR88","doi-asserted-by":"crossref","unstructured":"Tian, Y., Hankins, R.A., Patel, J.M.: Efficient aggregation for graph summarization. In: Proceedings of the SIGMOD Conference, pp. 567\u2013580 (2008)","DOI":"10.1145\/1376616.1376675"},{"key":"7171_CR89","doi-asserted-by":"crossref","unstructured":"Vassiliadis, P.: A survey of extract-transform-load technology. IJDWM 5(3), 1\u201327 (2009)","DOI":"10.4018\/jdwm.2009070101"},{"key":"7171_CR90","doi-asserted-by":"crossref","unstructured":"Wang, J., Jin, T., Wong, R. K., Wen, L.: Querying business process model repositories. World Wide Web 17(3), 427\u2013454 (2014)","DOI":"10.1007\/s11280-013-0210-z"},{"key":"7171_CR91","volume-title":"Hadoop: The Definitive Guide","author":"T White","year":"2009","unstructured":"White, T.: Hadoop: The Definitive Guide. O\u2019Reilly Media, Sebastopol (2009). Original edition"},{"key":"7171_CR92","doi-asserted-by":"crossref","unstructured":"Witkowski, A., Bellamkonda, S., Bozkaya, T., Dorman, G., Folkert, N., Gupta, A., Sheng, L., Subramanian, S.: Spreadsheets in RDBMS for OLAP. In: Proceedings of the SIGMOD Conference, pp. 52\u201363 (2003)","DOI":"10.1145\/872757.872767"},{"key":"7171_CR93","doi-asserted-by":"crossref","unstructured":"Wynn, M.T., Dumas, M., Fidge, C.J., Hofstede, A.H.M.T., Aalst, W.M.P.V.D.: Business process simulation for operational decision support. In: Proceedings of the Business Process Management Workshops, pp. 66\u201377 (2007)","DOI":"10.1007\/978-3-540-78238-4_8"},{"key":"7171_CR94","unstructured":"Xin, D., Shao, Z., Han, J., Liu, H.: C-Cubing: Efficient computation of closed cubes by aggregation-based checking. In: Proceedings of the ICDE (2006)"},{"key":"7171_CR95","doi-asserted-by":"crossref","unstructured":"Yan, X., Yu, P.S., Han, J.: Graph indexing: a frequent structure-based approach. In: Proceedings of the SIGMOD Conference, pp. 335\u2013346 (2004)","DOI":"10.1145\/1007568.1007607"},{"key":"7171_CR96","doi-asserted-by":"crossref","unstructured":"Yu, T.L., Goldberg, D.E.: Dependency structure matrix analysis: offline utility of the dependency structure matrix genetic algorithm. In: Proceedings of the GECCO (2), pp. 355\u2013366 (2004)","DOI":"10.1007\/978-3-540-24855-2_31"},{"key":"7171_CR97","unstructured":"Yuan, Y., Lin, X., Liu, Q., Wang, W., Yu, J.X., Zhang, Q.: Efficient computation of the skyline cube. In: Proceedings of the VLDB, pp. 241\u2013252 (2005)"},{"key":"7171_CR98","doi-asserted-by":"crossref","unstructured":"Zhao, P., Li, X., Xin, D., Han, J.: Graph cube: on warehousing and OLAP multidimensional networks. In: Proceedings of the SIGMOD\u201911, pp. 853\u2013864 (2011)","DOI":"10.1145\/1989323.1989413"},{"key":"7171_CR99","volume-title":"Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data","author":"P Zikopoulos","year":"2011","unstructured":"Zikopoulos, P., Eaton, C.: Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data. McGraw-Hill Osborne Media, New York (2011)"},{"key":"7171_CR100","doi-asserted-by":"crossref","unstructured":"Zou, L., Peng, P., Zhao, D.: Top-K possible shortest path query over a large uncertain graph. In: Proceedings of the WISE, pp. 72\u201386 (2011)","DOI":"10.1007\/978-3-642-24434-6_6"}],"container-title":["Distributed and Parallel Databases"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10619-014-7171-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10619-014-7171-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10619-014-7171-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,28]],"date-time":"2020-08-28T16:22:14Z","timestamp":1598631734000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10619-014-7171-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,1,6]]},"references-count":100,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2016,9]]}},"alternative-id":["7171"],"URL":"https:\/\/doi.org\/10.1007\/s10619-014-7171-9","relation":{},"ISSN":["0926-8782","1573-7578"],"issn-type":[{"value":"0926-8782","type":"print"},{"value":"1573-7578","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,1,6]]}}}